From bbfae46a2fe01119908c139b5ddd1b677d74cc9c Mon Sep 17 00:00:00 2001 From: tomrink <rink@ssec.wisc.edu> Date: Thu, 31 Aug 2023 15:33:31 -0500 Subject: [PATCH] snapshot... --- modules/deeplearning/cloud_opd_fcn_abi.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/modules/deeplearning/cloud_opd_fcn_abi.py b/modules/deeplearning/cloud_opd_fcn_abi.py index e3e628df..eb58b5bc 100644 --- a/modules/deeplearning/cloud_opd_fcn_abi.py +++ b/modules/deeplearning/cloud_opd_fcn_abi.py @@ -42,7 +42,8 @@ DO_AUGMENT = True DO_SMOOTH = False SIGMA = 1.0 DO_ZERO_OUT = False -CACHE_FILE = '/scratch/long/rink/cld_opd_abi_128x128_cache' +# CACHE_FILE = '/scratch/long/rink/cld_opd_abi_128x128_cache' +CACHE_FILE = '' USE_EMA = True EMA_OVERWRITE_FREQUENCY = 5 @@ -483,8 +484,8 @@ class SRCNN: def build_training(self): - self.loss = tf.keras.losses.MeanSquaredError() # Regression - # self.loss = tf.keras.losses.MeanAbsoluteError() # Regression + # self.loss = tf.keras.losses.MeanSquaredError() # Regression + self.loss = tf.keras.losses.MeanAbsoluteError() # Regression # decayed_learning_rate = learning_rate * decay_rate ^ (global_step / decay_steps) initial_learning_rate = 0.001 -- GitLab